{"id":"W3096676736","doi":"10.1016/j.jtho.2020.10.020","title":"American Radium Society Appropriate Use Criteria: Radiation Therapy for Limited-Stage SCLC 2020","year":2020,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"Takeda Pharmaceuticals U.S.A.; RefleXion Medical; American Radium Society; Varian Medical Systems; GlaxoSmithKline; Genentech; Philips; Aptitude Health; Australian Carbon Innovation; Bristol-Myers Squibb; AstraZeneca; Boehringer Ingelheim","keywords":"Medicine; Radium; Stage (stratigraphy); Radiation therapy; Radiation oncology; Medical physics; Oncology; Internal medicine; Radiochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002086336,0.0005367284,0.0009995159,0.003307059,0.001109204,0.001077306,0.000886159,0.001280813,0.01558671],"category_scores_gemma":[0.01100324,0.000196535,0.001355967,0.003099299,0.0004294947,0.0007390474,0.0009254805,0.00106111,0.001917186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017784,"about_ca_system_score_gemma":0.003808928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009290686,"about_ca_topic_score_gemma":0.0241586,"domain_scores_codex":[0.9981872,0.0004960743,0.0005475681,0.00007864534,0.0004683799,0.0002220225],"domain_scores_gemma":[0.9958941,0.001185968,0.001050836,0.0001952214,0.001077645,0.0005963562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00608082,0.0005545921,0.5741447,0.003082485,0.000481302,0.005796712,0.001167372,0.003767042,0.01010363,0.009254753,0.2226644,0.1629021],"study_design_scores_gemma":[0.0005043282,0.000953521,0.6603359,0.002068587,0.0005319201,0.01014031,0.0009995345,0.006507704,0.003624409,0.007056722,0.3071752,0.0001017717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4828981,0.04250809,0.02835454,0.02882148,0.004961548,0.006426127,0.0707278,0.001120949,0.3341813],"genre_scores_gemma":[0.9016648,0.005565823,0.02901246,0.00665589,0.001346643,0.003842167,0.03095458,0.0004651473,0.02049262],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01558671,"threshold_uncertainty_score":0.05214274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0771952621113736,"score_gpt":0.4778853603075405,"score_spread":0.4006900981961669,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}